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A molecular single-cell lung atlas of lethal COVID-19

Author

Listed:
  • Johannes C. Melms

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Jana Biermann

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Huachao Huang

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Yiping Wang

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Ajay Nair

    (Columbia University Irving Medical Center)

  • Somnath Tagore

    (Columbia University Irving Medical Center)

  • Igor Katsyv

    (Columbia University Irving Medical Center)

  • André F. Rendeiro

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Amit Dipak Amin

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Denis Schapiro

    (Harvard Medical School
    Broad Institute of MIT and Harvard)

  • Chris J. Frangieh

    (Broad Institute of MIT and Harvard
    Massachusetts Institute of Technology)

  • Adrienne M. Luoma

    (Dana-Farber Cancer Center)

  • Aveline Filliol

    (Columbia University Irving Medical Center)

  • Yinshan Fang

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Hiranmayi Ravichandran

    (Weill Cornell Medicine
    Weill Cornell Medical College
    Weill Cornell Medicine)

  • Mariano G. Clausi

    (Columbia University Irving Medical Center)

  • George A. Alba

    (Massachusetts General Hospital)

  • Meri Rogava

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Sean W. Chen

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Patricia Ho

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Daniel T. Montoro

    (Broad Institute of MIT and Harvard
    Harvard Medical School)

  • Adam E. Kornberg

    (Columbia University Irving Medical Center)

  • Arnold S. Han

    (Columbia University Irving Medical Center)

  • Mathieu F. Bakhoum

    (University of California San Diego)

  • Niroshana Anandasabapathy

    (Weill Cornell Medicine
    Weill Cornell Medical College
    Weill Cornell Medical College)

  • Mayte Suárez-Fariñas

    (Icahn School of Medicine at Mount Sinai
    Icahn School of Medicine at Mount Sinai)

  • Samuel F. Bakhoum

    (Memorial Sloan Kettering Cancer Center
    Memorial Sloan Kettering Cancer Center)

  • Yaron Bram

    (Weill Cornell Medicine)

  • Alain Borczuk

    (Weill Cornell Medicine
    Weill Cornell Medicine)

  • Xinzheng V. Guo

    (Columbia University Irving Medical Center)

  • Jay H. Lefkowitch

    (Columbia University Irving Medical Center)

  • Charles Marboe

    (Columbia University Irving Medical Center)

  • Stephen M. Lagana

    (Columbia University Irving Medical Center)

  • Armando Portillo

    (Columbia University Irving Medical Center)

  • Emily J. Tsai

    (Columbia University Irving Medical Center)

  • Emmanuel Zorn

    (Columbia University Irving Medical Center)

  • Glen S. Markowitz

    (Columbia University Irving Medical Center)

  • Robert F. Schwabe

    (Columbia University Irving Medical Center
    Columbia University)

  • Robert E. Schwartz

    (Weill Cornell Medicine)

  • Olivier Elemento

    (Weill Cornell Medicine
    Weill Cornell Medicine
    Weill Cornell Medicine)

  • Anjali Saqi

    (Columbia University Irving Medical Center)

  • Hanina Hibshoosh

    (Columbia University Irving Medical Center)

  • Jianwen Que

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University Irving Medical Center)

  • Benjamin Izar

    (Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University Irving Medical Center
    Columbia University)

Abstract

Respiratory failure is the leading cause of death in patients with severe SARS-CoV-2 infection1,2, but the host response at the lung tissue level is poorly understood. Here we performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals. Integrated analyses identified substantial alterations in cellular composition, transcriptional cell states, and cell-to-cell interactions, thereby providing insight into the biology of lethal COVID-19. The lungs from individuals with COVID-19 were highly inflamed, with dense infiltration of aberrantly activated monocyte-derived macrophages and alveolar macrophages, but had impaired T cell responses. Monocyte/macrophage-derived interleukin-1β and epithelial cell-derived interleukin-6 were unique features of SARS-CoV-2 infection compared to other viral and bacterial causes of pneumonia. Alveolar type 2 cells adopted an inflammation-associated transient progenitor cell state and failed to undergo full transition into alveolar type 1 cells, resulting in impaired lung regeneration. Furthermore, we identified expansion of recently described CTHRC1+ pathological fibroblasts3 contributing to rapidly ensuing pulmonary fibrosis in COVID-19. Inference of protein activity and ligand–receptor interactions identified putative drug targets to disrupt deleterious circuits. This atlas enables the dissection of lethal COVID-19, may inform our understanding of long-term complications of COVID-19 survivors, and provides an important resource for therapeutic development.

Suggested Citation

  • Johannes C. Melms & Jana Biermann & Huachao Huang & Yiping Wang & Ajay Nair & Somnath Tagore & Igor Katsyv & André F. Rendeiro & Amit Dipak Amin & Denis Schapiro & Chris J. Frangieh & Adrienne M. Luom, 2021. "A molecular single-cell lung atlas of lethal COVID-19," Nature, Nature, vol. 595(7865), pages 114-119, July.
  • Handle: RePEc:nat:nature:v:595:y:2021:i:7865:d:10.1038_s41586-021-03569-1
    DOI: 10.1038/s41586-021-03569-1
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    Cited by:

    1. Guangyuan Li & Baobao Song & Harinder Singh & V. B. Surya Prasath & H. Leighton Grimes & Nathan Salomonis, 2023. "Decision level integration of unimodal and multimodal single cell data with scTriangulate," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    2. Jingyang Qian & Jie Liao & Ziqi Liu & Ying Chi & Yin Fang & Yanrong Zheng & Xin Shao & Bingqi Liu & Yongjin Cui & Wenbo Guo & Yining Hu & Hudong Bao & Penghui Yang & Qian Chen & Mingxiao Li & Bing Zha, 2023. "Reconstruction of the cell pseudo-space from single-cell RNA sequencing data with scSpace," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    3. Minzhe Guo & Michael P. Morley & Cheng Jiang & Yixin Wu & Guangyuan Li & Yina Du & Shuyang Zhao & Andrew Wagner & Adnan Cihan Cakar & Michal Kouril & Kang Jin & Nathan Gaddis & Joseph A. Kitzmiller & , 2023. "Guided construction of single cell reference for human and mouse lung," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    4. Maik Pietzner & Robert Lorenz Chua & Eleanor Wheeler & Katharina Jechow & Julian D. S. Willett & Helena Radbruch & Saskia Trump & Bettina Heidecker & Hugo Zeberg & Frank L. Heppner & Roland Eils & Mar, 2022. "ELF5 is a potential respiratory epithelial cell-specific risk gene for severe COVID-19," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    5. Praveen Weeratunga & Laura Denney & Joshua A. Bull & Emmanouela Repapi & Martin Sergeant & Rachel Etherington & Chaitanya Vuppussetty & Gareth D. H. Turner & Colin Clelland & Jeongmin Woo & Amy Cross , 2023. "Single cell spatial analysis reveals inflammatory foci of immature neutrophil and CD8 T cells in COVID-19 lungs," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    6. Leila R. Martins & Lina Sieverling & Michelle Michelhans & Chiara Schiller & Cihan Erkut & Thomas G. P. Grünewald & Sergio Triana & Stefan Fröhling & Lars Velten & Hanno Glimm & Claudia Scholl, 2024. "Single-cell division tracing and transcriptomics reveal cell types and differentiation paths in the regenerating lung," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    7. Xin Pan & Lan Wang & Juntang Yang & Yingge Li & Min Xu & Chenxi Liang & Lulu Liu & Zhongzheng Li & Cong Xia & Jiaojiao Pang & Mengyuan Wang & Meng Li & Saiya Guo & Peishuo Yan & Chen Ding & Ivan O. Ro, 2024. "TRβ activation confers AT2-to-AT1 cell differentiation and anti-fibrosis during lung repair via KLF2 and CEBPA," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    8. Christina Beck & Deepak Ramanujam & Paula Vaccarello & Florenc Widenmeyer & Martin Feuerherd & Cho-Chin Cheng & Anton Bomhard & Tatiana Abikeeva & Julia Schädler & Jan-Peter Sperhake & Matthias Graw &, 2023. "Trimannose-coupled antimiR-21 for macrophage-targeted inhalation treatment of acute inflammatory lung damage," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    9. Laura Heydemann & Małgorzata Ciurkiewicz & Georg Beythien & Kathrin Becker & Klaus Schughart & Stephanie Stanelle-Bertram & Berfin Schaumburg & Nancy Mounogou-Kouassi & Sebastian Beck & Martin Zickler, 2023. "Hamster model for post-COVID-19 alveolar regeneration offers an opportunity to understand post-acute sequelae of SARS-CoV-2," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    10. Aleksandr Ianevski & Anil K. Giri & Tero Aittokallio, 2022. "Fully-automated and ultra-fast cell-type identification using specific marker combinations from single-cell transcriptomic data," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    11. Dhiraj K. Singh & Ekaterina Aladyeva & Shibali Das & Bindu Singh & Ekaterina Esaulova & Amanda Swain & Mushtaq Ahmed & Journey Cole & Chivonne Moodley & Smriti Mehra & Larry S. Schlesinger & Maxim N. , 2022. "Myeloid cell interferon responses correlate with clearance of SARS-CoV-2," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    12. Kuei-Pin Chung & Chih-Ning Cheng & Yi-Jung Chen & Chia-Lang Hsu & Yen-Lin Huang & Min-Shu Hsieh & Han-Chun Kuo & Ya-Ting Lin & Yi-Hsiu Juan & Kiichi Nakahira & Yen-Fu Chen & Wei-Lun Liu & Sheng-Yuan R, 2024. "Alveolar epithelial cells mitigate neutrophilic inflammation in lung injury through regulating mitochondrial fatty acid oxidation," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    13. Baiyu Qiu & Fereshteh Zandkarimi & Anjali Saqi & Candace Castagna & Hui Tan & Miroslav Sekulic & Lisa Miorin & Hanina Hibshoosh & Shinya Toyokuni & Koji Uchida & Brent R. Stockwell, 2024. "Fatal COVID-19 pulmonary disease involves ferroptosis," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    14. Pablo Jané & Xiaoying Xu & Vincent Taelman & Eduardo Jané & Karim Gariani & Rebecca A. Dumont & Yonathan Garama & Francisco Kim & María Val Gomez & Martin A. Walter, 2023. "The Imageable Genome," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    15. Xiaolei Wang & Terrence Tsz-Tai Yuen & Ying Dou & Jingchu Hu & Renhao Li & Zheng Zeng & Xuansheng Lin & Huarui Gong & Celia Hoi-Ching Chan & Chaemin Yoon & Huiping Shuai & Deborah Tip-Yin Ho & Ivan Fa, 2023. "Vaccine-induced protection against SARS-CoV-2 requires IFN-γ-driven cellular immune response," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    16. Benjamin Ng & Kevin Y. Huang & Chee Jian Pua & Sivakumar Viswanathan & Wei-Wen Lim & Fathima F. Kuthubudeen & Yu-Ning Liu & An An Hii & Benjamin L. George & Anissa A. Widjaja & Enrico Petretto & Stuar, 2024. "Interleukin-11 causes alveolar type 2 cell dysfunction and prevents alveolar regeneration," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    17. Rachel Erickson & Chang Huang & Cameron Allen & Joanna Ireland & Gwynne Roth & Zhongcheng Zou & Jinghua Lu & Bernard A. P. Lafont & Nicole L. Garza & Beniah Brumbaugh & Ming Zhao & Motoshi Suzuki & Li, 2023. "SARS-CoV-2 infection of human lung epithelial cells induces TMPRSS-mediated acute fibrin deposition," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    18. Urban Lendahl & Lars Muhl & Christer Betsholtz, 2022. "Identification, discrimination and heterogeneity of fibroblasts," Nature Communications, Nature, vol. 13(1), pages 1-14, December.

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